[conv1a]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.005

[conv1b]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.005

[conv2a]
epsW=0.01,0.01,0.01
epsB=0.002
momW=0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005
wball=0.003,0.003,0.003

[conv2b]
epsW=0.01,0.01,0.01
epsB=0.002
momW=0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005
wball=0.003,0.003,0.003

[conv3a]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv3b]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv4a]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4b]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5a]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5b]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc2048a]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048b]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048ba]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048bb]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc1000]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[logprob]
coeff=1
topk=5

[hs1a]
enable=true

[hs2a]
enable=true

[hs1b]
enable=true

[hs2b]
enable=true

[rnorm1a]
scale=0.0001
pow=0.75

[rnorm1b]
scale=0.0001
pow=0.75

[rnorm2a]
scale=0.0001
pow=0.75

[rnorm2b]
scale=0.0001
pow=0.75

# on guppy7
# this is like #97 (on gpu) but with different rnorm2
# logs/layers-99.log
# /nobackup/kriz/tmp/ConvNet__2012-06-26_20.35.00
# diff rnorm2 doesnt seem to stop conv2 filters from dying
# now trying wball on conv1, conv2
# logs/layers-99a.log
# /nobackup/kriz/tmp/ConvNet__2012-06-26_23.41.56
# /nobackup/kriz/tmp/ConvNet__2012-06-27_03.57.56
# lot of filters seem to remain random on conv2